From e015b5e54fc46241d0cf0ae37de311362290ddca Mon Sep 17 00:00:00 2001 From: rlyu <rlyu@svi.edu.au> Date: Wed, 12 May 2021 13:43:37 +1000 Subject: [PATCH] chang HMM to ong --- README.md | 28 +--------------------------- images/HMM-sscocaller.PNG | Bin 0 -> 44771 bytes 2 files changed, 1 insertion(+), 27 deletions(-) create mode 100644 images/HMM-sscocaller.PNG diff --git a/README.md b/README.md index 3a56579..012a0cf 100644 --- a/README.md +++ b/README.md @@ -11,33 +11,7 @@ sequence for the list of SNP markers.  ## Hidden Markov Model configuration - -- Observations. The allele specific counts across the informative SNP markers for -each chromosome in each sperm cell. - -- States. Sperm cells have haploid genomes. There are two possible hidden states (haplotypes) -corresponding to a REF or ALT segment in the haploid genome. At each SNP site $i$, -there are two hidden states: $s_{i}= 0$ corresponds to ALT segment while $s_i=1$ -corresponds to REF segment. - -- Emission probabilities. Two binomial distributions were used for modelling the -emission probabilities for sperm cells at each SNP marker. For each site $s_i$ - $$ c = c_r + c_a ~,$$ - $$c_a |_{s = 0} \sim Bin(c,\theta_{ALT} ) ~,$$ - $$c_a |_{s = 1}\sim Bin(c,\theta_{REF} ) ~.$$ - -- Transition Probabilities}. A distance-dependent transition probability [[1]](#1) -was applied, which corresponded to an average of `--cmPmb` cM (centiMorgan) per 1Mb -(1 million base pairs): - $$p_{ij} = 1-e^{(-d_{ij}\mathbf{x}0.5\mathbf{x}10^{-8})} ~,$$ -where $p_{ij}$ is the transition probability of transitioning to a different -state at SNP $j$ from SNP $i$, and $d_{ij}$ denotes the physical base-pair -distances between SNP $i$ and SNP $j$. - -- Initial probabilities. The initial probabilities for the two hidden states -were set to be both 0.5 since they were equally likely to happen. - - + ## Inputs diff --git a/images/HMM-sscocaller.PNG b/images/HMM-sscocaller.PNG new file mode 100644 index 0000000000000000000000000000000000000000..700309d4d7828429bdf439d250151e16a36d6a7a GIT binary patch literal 44771 zcmd42XHZjZ*9K}sR35>CfK+LMQbO+#5do<|P>~wxAf3=j$Rnsom)?nV5CQ2eB#QJB zN{|jwT7b|Yfg}(P&-*^#H)qbw`E$<saqgKtd+j~<zGu(6_N=|Gbzdve$WZ(GHTG-g z&Yioi^Yn@FxpNm|&Ye4tymI;MP6|Ne{@Lj~#8~_Bxk?P@+S$b=Cv^k$bLXn#8IEn} z&aSU|JvD=zJI5mU&v9PISYYSexynGDC+g1wtv63_uJ+vx+YF@BWKgiM@J{}BCgO8j zu<q+`J3nvDZ@vq=<?)pi9!>XtKr-_86)c;Wgstqj9NVvTIVn;5S1<=d-ov~&XqEa( z=H3qu*)h%6H<;bj-SZdmF_Ky_A2UqQa41k>Gh3QZD+YX1QG4+D%4z4>JN<WD6J|UA zuUY!}^`(E!&tYLV|26-<c1`PF^W4M#r;{y%e*_-6xoH*LRK5?ewG$xT1uDmwR$c|% zcdV;n1;tERjBK_tTf1jU?gn`WwjB<1pisiFHh4Z7IslxM!9K~3Yh?+<#SgBOd+APm zUkaJ`Co0Nh@mMBgqi(!w<4Y}ZcqJY|T!T3E)%%2ISAi95Dm|)v==aUsCZG$XrIC(c 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